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The purpose of this study was to investigate how self-directed online learners use a professional development website designed for literacy educators (www.LitDiet.org). Over a period of one year, web analytics were employed to gain insights into the usage of and interest in a literacy professional development website. Reports generated from Piwik, a sophisticated open-source web analytics tool, were analyzed quantitatively and qualitatively. The analyses revealed key patterns of use for overall visits, return visits, and non-return visits. Data generated from return visitor logs provided an especially powerful narrative to accompany the quantitative metrics and resulted in three patterns of behavior of self-directed online learners. Implications are discussed.